Pytorch implementation of TrAISformer---A generative transformer for AIS trajectory prediction (https://arxiv.org/abs/2109.03958).
☆202Sep 12, 2023Updated 2 years ago
Alternatives and similar repositories for TrAISformer
Users that are interested in TrAISformer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆15Jan 29, 2024Updated 2 years ago
- A Maritime Anomaly Detector using Probabilistic Neural Network Representation of AIS Tracks and A Contrario Detection☆166Dec 22, 2023Updated 2 years ago
- lstm-rnn, seq2seq model and attention-seq2seq model for vessel trajectory prediction.☆127Apr 20, 2021Updated 5 years ago
- Official implementation of the paper "Vessel trajectory prediction with recurrent neural networks: An evaluation of datasets, features, a…☆24Jan 26, 2024Updated 2 years ago
- ☆17Jan 17, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- PyTorch implementation for Social-LSTM, which is built to predict multi-vessel trajectories.☆78Feb 25, 2022Updated 4 years ago
- Public filtered data sets of AIS Trajectories from Danish Waters. Data sets vary in ROI size, time period, included ship types ect. Some …☆15Oct 23, 2023Updated 2 years ago
- ☆13Mar 8, 2023Updated 3 years ago
- 利用transformer进行船舶轨迹预测。☆79May 7, 2023Updated 3 years ago
- ☆38Oct 5, 2020Updated 5 years ago
- 软件研23-1+敖衔洋 本项目对 AIS 数据进行预处理及分析☆43Jul 4, 2024Updated last year
- A python framework to predict trajectories of vessels with machine learning algorithms, such as lstm, seq2seq, etc.☆52Aug 31, 2021Updated 4 years ago
- Anomaly detection in maritime navigation with evidential deep learning based on graph-based clustering☆23Jul 27, 2021Updated 4 years ago
- PyTSA: Python Trajectory Splitting and Assessment Agent. Vessel monitoring and trajectory extraction framework for AIS records.☆22Feb 18, 2026Updated 3 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- This repository contains a comprehensive review and methodological analysis of AIS data-driven maritime monitoring based on Transformer m…☆30Jan 7, 2026Updated 5 months ago
- ☆31Jul 20, 2020Updated 5 years ago
- AISdb Python package for smart AIS data storage and itegration.☆67Mar 3, 2026Updated 3 months ago
- Detecting automatic identification system (AIS) on-off switching anomalies, unusual turn detection, and deviation of trajectories of vess…☆34Jun 13, 2021Updated 5 years ago
- ICCV2023 TUTR: Trajectory Unified Transformer for Pedestrian Trajectory Prediction☆95Dec 30, 2023Updated 2 years ago
- Source code for the "Collision Risk Assessment and Forecasting on Maritime Data" paper☆13Oct 8, 2023Updated 2 years ago
- Modeling ship performance curves to reduce fuel consumption☆25Jul 6, 2023Updated 2 years ago
- Ship trajectory prediction using Recurrent Neural Networks (RNNs).☆19Sep 7, 2024Updated last year
- Dataset of vessel trajectories recorded using AIS in the Ushant region☆13Jul 22, 2019Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Adaptive Beam Scheduling Algorithm for an Agile Beam Radar in Multi-Target Tracking using Interacting Multiple Model Kalman Filters IMMKF…☆20May 18, 2023Updated 3 years ago
- Public repository for the paper Revealing the Global Longline Fleet with SAR.☆15Dec 7, 2022Updated 3 years ago
- Predict Flight Trajectory based on Flight Plans and Weather Data☆16Sep 12, 2022Updated 3 years ago
- Repository for work on the master's thesis at NTNU. It contains a simulator for a 3 DOF vessel and implementation of a collision avoidan…☆11Apr 19, 2022Updated 4 years ago
- trajectory recovery; trajectory anomaly detection; 轨迹修复; 轨迹异常检测☆28Apr 24, 2023Updated 3 years ago
- Process automatic identification system (AIS) shipping data for various development purposes☆16Nov 30, 2021Updated 4 years ago
- Master's thesis project on the track-level approach of fusion of radar and AIS data.☆50May 3, 2021Updated 5 years ago
- ☆13Dec 1, 2024Updated last year
- A pytorch implementation of TrajFormer, CIKM-22☆16Mar 24, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ¡AnDA! is a Python library for the Analog Data Assimilation.☆28Jan 6, 2022Updated 4 years ago
- PARA-ATM Research Collection☆27Jan 13, 2024Updated 2 years ago
- Code for the paper "Transformer based Online Continuous Multi-Target Tracking with State Regression"☆14Mar 20, 2024Updated 2 years ago
- The code implementation of the FlightBERT++.☆20Jun 16, 2025Updated last year
- Modelling marine traffic in the ice-covered Baltic Sea using AIS data☆81Mar 2, 2020Updated 6 years ago
- Xilinx Virtual Cable Implementation based on ESP8266☆17Aug 25, 2021Updated 4 years ago
- An open-source Python toolkit for preprocessing and analysis of vessel spatio-temporal trajectories.☆23Aug 21, 2022Updated 3 years ago